Week 16 Fantasy Football Analysis

Valued Customers

Generated: 2025-12-19 00:06

65%
Win Probability
+18.0
Projected Margin
CI: [-2.0 to +38.0]
1
Boom Potential
Chargers D/ST
4
Bust Risk
Juwan Johnson (57%), Omarion Hampton (59%), Bucky Irving (48%), Jameson Williams (43%)

Start/Sit Decisions

Locked Slots (players already played):
WR: 🔒 Jaxon Smith-Njigba 23.6 pts
K: 🔒 Jason Myers 2.0 pts
Pending Decisions:
WR_LOCKED: Start Jaxon Smith-Njigba over N/A LOCKED (TNF 23.6 pts). Second WR slot: Start Jameson Williams.
QB: Start Jacoby Brissett over Jordan Love Higher projection (21.0 vs 15.0)
RB1: Start Bucky Irving over Omarion Hampton Higher projection (14.0 vs 13.0)
RB2: Start Omarion Hampton over Tyjae Spears Higher projection (13.0 vs 10.0)
D/ST: Start Chargers D/ST over Rams D/ST Higher projection (12.0 vs 4.0)
FLEX: Start Tetairoa McMillan over Jayden Reed Higher projection (13.0 vs 13.0)

Recommended Starting Lineup

LLM-selected modes based on XGBoost and Monte Carlo inputs

SlotPlayerOppESPNLLMModeConfidence
QB Jacoby Brissett ATL18.821.0BOOMMEDIUM
RB Bucky Irving CAR15.214.0MODERATEMEDIUM
RB Omarion Hampton DAL13.213.0MODERATEMEDIUM
WR Jaxon Smith-Njigba LAR19.923.6BOOMMEDIUM
WR Jameson Williams PIT15.922.0BOOMMEDIUM
TE Juwan Johnson NYJ9.19.0MODERATEMEDIUM
K Jason Myers LAR8.12.0BUSTMEDIUM
D/ST Chargers D/ST DAL4.212.0BOOMMEDIUM
WR Tetairoa McMillan TB13.113.0MODERATEMEDIUM

Waiver Wire

Semi-finals roster optimization - maximize ceiling for championship week positioning

#1 Hunter Henry (TE, NE)
DROP: Juwan Johnson (if seeking upgrade)

Most consistent TE on waivers. Rolling avg (10.5) above season avg (9.9). Better floor than Juwan Johnson who faces wind at MetLife. Week 17: vs BUF (...

#2 49ers D/ST (D/ST, SF)
DROP: Rams D/ST

SCORCHING HOT trend - rolling avg 11.1 vs season avg 3.6 (208% improvement). Week 17 vs DET is tough but IND matchup this week is solid. Drop Rams D/S...

#3 Rashid Shaheed (WR, SEA)
DROP: Conditional - bench depth

Already played TNF - check actual score. Deep threat with big-play upside. Neutral trend shows consistency. Could be WR insurance if Rashee Rice ruled...

⚠️ Avoid: Keenan Allen, Oronde Gadsden II, Quentin Johnston, Emanuel Wilson

See Waivers tab for full analysis and injury opportunities.

Executive Summary

Week 16 playoff semifinal against 4th and pinches (10-5). Our 9-6 Valued Customers face a critical matchup with ESPN projecting us as 2-point underdogs (123.5 vs 125.5). Key advantage: Jacoby Brissett has emerged as a matchup-proof QB3, posting 20+ points in every Arizona start, facing a vulnerable Falcons defense in a dome. The Chargers D/ST draw the best matchup in fantasy against a broken Cowboys offense (32nd worst). Concerns center on Rashee Rice's ceiling capped by Mahomes injury (Minshew starts) and MHJ remaining OUT with a heel injury.

Key Insights

Matchup Status (Week 16)

25.6 - 0.0 vs 4th and pinches

Games Completed (3)

PlayerPosSlotActualESPNLLMvs LLM
Jaxon Smith-Njigba WR WR ✓ 23.6 19.9 23.6 0.0
Jason Myers K K ✓ 2.0 8.1 2.0 0.0
Rams D/ST (bench) D/ST BE ✓ 4.0 5.7 4.0 0.0

Games Pending (14)

PlayerPosSlotESPNLLM
Jacoby Brissett QB QB 18.8 21.0
Bucky Irving RB RB 15.2 14.0
Omarion Hampton RB RB 13.2 13.0
Tetairoa McMillan WR WR 13.1 13.0
Juwan Johnson TE TE 9.1 9.0
Jameson Williams WR RB/WR/TE 15.9 22.0
Chargers D/ST D/ST D/ST 4.2 12.0
Devin Singletary (bench) RB BE 7.5 4.0
Isiah Pacheco (bench) RB BE 9.1 6.0
Jayden Reed (bench) WR BE 11.2 13.0
Jordan Love (bench) QB BE 17.4 15.0
Rashee Rice (bench) WR BE 17.8 5.0
Tyjae Spears (bench) RB BE 8.7 10.0
Marvin Harrison Jr. (bench) WR IR 14.2 12.0
25.6 Actual
129.6 LLM Total
115.1 ESPN Total

Opponent: 4th and pinches

Opponent Games Completed (1)

PlayerPosSlotActualESPNLLMvs ESPN
Colby Parkinson (bench) TE BE ✓ 4.1 9.6 --- -5.5

Opponent Games Pending (15)

PlayerPosSlotESPNLLM
Baker Mayfield QB QB 16.6 ---
Michael Carter RB RB 11.0 ---
Rico Dowdle RB RB 15.2 ---
DK Metcalf WR WR 13.5 ---
Michael Wilson WR WR 13.4 ---
Trey McBride TE TE 16.8 ---
Jahmyr Gibbs RB RB/WR/TE 23.8 ---
Harrison Butker K K 8.0 ---
Jaguars D/ST D/ST D/ST 5.6 ---
Aaron Rodgers (bench) QB BE 14.8 ---
Darren Waller (bench) TE BE 9.3 ---
Jordan Addison (bench) WR BE 10.5 ---
Kareem Hunt (bench) RB BE 10.5 ---
Rome Odunze (bench) WR BE 0.0 ---
Romeo Doubs (bench) WR BE 9.6 ---
0.0 Opp Actual
110.0 Opp LLM Total
123.9 Opp ESPN Total
Projected Margin: +19.6 pts

Jordan Love (GB vs CHI)

Projections: ESPN 17.4 | LLM 15.0 (MODERATE)

Reasoning: MC: 21% BOOM / 53% MODERATE. XGB: 27% BOOM / 21% BUST. SNOW GAME (100% precip, 28F, 10mph wind). Weather suppresses passing upside significantly. Despite decent game total (46.5), snow conditions favor running game. Mode: MODERATE (weather-adjusted down). Projection: 15.0 pts (within MODERATE range 9-24).

Context: O/U: 46.5

MC (Historical): BUST: 26% | MODERATE: 53% | BOOM: 21%

XGB (This Week): Boom 27% | Bust 21% (MEDIUM)

WeekOppESPNLLMActual+/-
15DEN14.817.013.9-0.9
14CHI17.618.019.3+1.6
13DET15.718.225.8+10.0
12MIN17.4-7.1-10.4
11NYG16.3-17.7+1.3
10PHI17.0-7.8-9.1
9CAR18.1-9.0-9.1
8PIT17.1-28.3+11.2
7ARI17.4-13.4-4.0
6CIN19.3-15.0-4.4
5BYE0.0-0.0+0.0
4DAL18.6-26.3+7.7
3CLE16.0-11.1-4.9
2WSH17.6-20.9+3.3
1DET14.9-15.9+1.0
  • Trending up: 19.7 avg (last 3) vs 10.9 (prior 3)
  • Volatile/boom-bust profile (CV: 0.51)
  • Season high: 28.3 pts in Week 8

Jacoby Brissett (ARI vs ATL)

Projections: ESPN 18.8 | LLM 21.0 (BOOM)

Reasoning: MC: 74% BOOM (historical). XGB: 14% BOOM (this week). MC heavily favors boom, XGB conservative. Vegas #5 QB (18.3), game total 48.5. High-scoring game script + dome environment. Trust MC historical pattern given favorable game environment. Mode: BOOM. Projection: 21.0 pts (within BOOM range 17-32).

Context: O/U: 48.5

MC (Historical): BUST: 24% | MODERATE: 2% | BOOM: 74%

XGB (This Week): Boom 14% | Bust 36% (MEDIUM)

WeekOppESPNLLMActual+/-
15HOU13.916.020.6+6.7
14LAR15.319.019.0+3.7
13TB17.220.519.6+2.4
12JAX16.7-18.7+1.9
11SF17.9-21.9+3.9
10SEA15.3-19.4+4.2
9DAL19.4-24.8+5.4
8BYE0.0-0.0+0.0
7GB16.6-19.8+3.2
6IND13.4-20.7+7.3
5TEN0.0-0.0+0.0
4SEA0.0-0.0+0.0
3SF0.0-0.0+0.0
2CAR0.0-0.2+0.2
1NO0.1-0.0-0.1
  • 6-game streak of beating projections
  • Averaging 12.3 pts vs 9.7 projected (+27%)
  • Volatile/boom-bust profile (CV: 0.85)
  • Season high: 24.8 pts in Week 9

Bucky Irving (TB vs CAR)

Projections: ESPN 15.2 | LLM 14.0 (MODERATE)

Reasoning: MC: 17% BOOM / 59% MODERATE. XGB: 13% BOOM / 48% BUST. Clear lead back, good game total (45.5), clear weather. CAR defense rank 22 (below average for RBs). XGB overly pessimistic historically. Mode: MODERATE. Projection: 14.0 pts (within MODERATE range 7-20).

Context: O/U: 45.5

MC (Historical): BUST: 24% | MODERATE: 59% | BOOM: 17%

XGB (This Week): Boom 13% | Bust 48% (MEDIUM)

WeekOppESPNLLMActual+/-
15ATL15.214.08.1-7.1
14NO16.416.016.1-0.3
13ARI11.812.016.1+4.3
12LAR0.0-0.0+0.0
11BUF0.0-0.0+0.0
10NE0.0-0.0+0.0
9BYE0.0-0.0+0.0
8NO0.0-0.0+0.0
7DET0.0-0.0+0.0
6SF0.0-0.0+0.0
5SEA0.0-0.0+0.0
4PHI17.5-25.5+8.0
3NYJ17.9-13.9-4.0
2HOU15.9-18.1+2.2
1ATL17.3-14.5-2.8
  • Trending up: 13.4 avg (last 3) vs 0.0 (prior 3)
  • Volatile/boom-bust profile (CV: 1.20)
  • Season high: 25.5 pts in Week 4

Tyjae Spears (TEN vs KC)

Projections: ESPN 8.7 | LLM 10.0 (MODERATE)

Reasoning: MC: 14% BOOM / 61% MODERATE. XGB: 16% BOOM / 37% BUST. ELITE matchup vs KC (rank 6 - 6th most pts allowed to RBs). BUT low game total (37.5) limits opportunities. Conflicting signals - great matchup, bad environment. Mode: MODERATE (matchup upside capped by low total). Projection: 10.0 pts (within MODERATE range 5-14).

Context: O/U: 37.5

MC (Historical): BUST: 25% | MODERATE: 61% | BOOM: 14%

XGB (This Week): Boom 16% | Bust 37% (MEDIUM)

WeekOppESPNLLMActual+/-
15SF10.06.05.6-4.4
14CLE8.68.06.7-1.9
13JAX9.98.08.4-1.5
12SEA9.6-6.5-3.1
11HOU9.0-8.4-0.6
10BYE0.0-0.0+0.0
9LAC9.5-9.2-0.3
8IND9.5-17.2+7.7
7NE7.8-7.0-0.8
6LV5.6-9.0+3.4
5ARI5.4-1.4-4.0
4HOU0.0-0.0+0.0
3IND0.0-0.0+0.0
2LAR0.0-0.0+0.0
1DEN0.0-0.0+0.0
  • 5-game streak of missing projections
  • Trending up: 6.9 avg (last 3) vs 5.0 (prior 3)
  • Volatile/boom-bust profile (CV: 0.95)
  • Season high: 17.2 pts in Week 8

Omarion Hampton (LAC vs DAL)

Projections: ESPN 13.2 | LLM 13.0 (MODERATE)

Reasoning: MC: 25% BOOM / 43% MODERATE. XGB: 9% BOOM / 59% BUST. Highest game total (49.5) but DAL defense rank 25 (tough). Game script favors passing but dome environment helps. Mode: MODERATE (high floor). Projection: 13.0 pts (within MODERATE range 7-17).

Context: O/U: 49.5

MC (Historical): BUST: 32% | MODERATE: 43% | BOOM: 25%

XGB (This Week): Boom 9% | Bust 59% (MEDIUM)

WeekOppESPNLLMActual+/-
15KC11.710.07.5-4.2
14PHI12.18.014.7+2.6
13LV0.00.00.0+0.0
12BYE0.0-0.0+0.0
11JAX0.0-0.0+0.0
10PIT0.0-0.0+0.0
9TEN0.0-0.0+0.0
8MIN0.0-0.0+0.0
7IND0.0-0.0+0.0
6MIA0.0-0.0+0.0
5WSH18.6-13.0-5.6
4NYG16.7-27.5+10.8
3DEN12.2-24.9+12.7
2LV15.7-3.5-12.2
1KC14.7-8.1-6.6
  • Trending up: 7.4 avg (last 3) vs 0.0 (prior 3)
  • Volatile/boom-bust profile (CV: 1.42)
  • Season high: 27.5 pts in Week 4

Devin Singletary (NYG vs MIN)

Projections: ESPN 7.5 | LLM 4.0 (BUST)

Reasoning: MC: 18% BOOM / 61% BUST. XGB: 10% BOOM / 58% BUST. Both models agree on bust risk. MIN defense rank 17 (average), dome environment helps. Limited snap share and touches hurt floor. Mode: BUST. Projection: 4.0 pts (within BUST range 0-8).

Context: O/U: 43.5

MC (Historical): BUST: 61% | MODERATE: 21% | BOOM: 18%

XGB (This Week): Boom 10% | Bust 58% (MEDIUM)

WeekOppESPNLLMActual+/-
15WSH10.86.02.4-8.4
14BYE0.00.00.0+0.0
13NE6.3-19.2+12.9
12DET9.9-4.7-5.2
11GB9.6-17.7+8.1
10CHI9.7-10.3+0.6
9SF5.5-7.1+1.6
8PHI1.2-3.8+2.6
7DEN0.8-0.2-0.6
6PHI1.0-1.0+0.0
5NO6.0-3.4-2.6
4LAC7.4-2.8-4.6
3KC1.1-1.1+0.0
2DAL3.2-1.0-2.2
1WSH3.5-0.9-2.6
  • Trending down: 7.2 avg (last 3) vs 10.9 (prior 3)
  • Volatile/boom-bust profile (CV: 1.21)
  • Season high: 19.2 pts in Week 13

Isiah Pacheco (KC vs TEN)

Projections: ESPN 9.1 | LLM 6.0 (BUST)

Reasoning: MC: 3% BOOM / 70% BUST. XGB: 12% BOOM / 60% BUST. Both models agree on bust. Low game total (37.5), TEN defense rank 26 (solid vs RBs). Committee usage limits upside. Mode: BUST. Projection: 6.0 pts (within BUST range 0-11).

Context: O/U: 37.5

MC (Historical): BUST: 70% | MODERATE: 27% | BOOM: 3%

XGB (This Week): Boom 12% | Bust 60% (MEDIUM)

WeekOppESPNLLMActual+/-
15LAC7.2-2.1-5.1
14HOU8.3-3.0-5.3
13DAL9.7-5.3-4.4
12IND0.0-0.0+0.0
11DEN0.0-0.0+0.0
10BYE0.0-0.0+0.0
9BUF0.0-0.0+0.0
8WSH11.4-5.8-5.6
7LV11.5-12.4+0.9
6DET8.9-6.1-2.8
5JAX7.7-8.6+0.9
4BAL9.2-12.8+3.6
3NYG11.1-5.8-5.3
2PHI10.9-3.9-7.0
1LAC12.8-4.8-8.0
  • 3-game streak of missing projections
  • Averaging 4.7 pts vs 7.3 projected (-35%)
  • Trending up: 3.5 avg (last 3) vs 0.0 (prior 3)
  • Volatile/boom-bust profile (CV: 0.89)
  • Season high: 12.8 pts in Week 4

Jaxon Smith-Njigba (SEA vs LAR)

Projections: ESPN 19.9 | LLM 23.6 (BOOM)

Reasoning: GAME COMPLETED - Actual score: 23.6 pts (BOOM). TNF performance exceeded ESPN projection of 19.9.

Context: O/U: 42.5

MC (Historical): BUST: 29% | MODERATE: 44% | BOOM: 27%

XGB (This Week): Boom 11% | Bust 23% (MEDIUM)

WeekOppESPNLLMActual+/-
15IND20.622.018.3-2.3
14ATL20.922.028.1+7.2
13MIN21.924.04.3-17.6
12TEN21.3-37.1+15.8
11LAR23.0-20.6-2.4
10ARI22.0-20.3-1.7
9WSH24.5-22.0-2.5
8BYE0.0-0.0+0.0
7HOU20.0-26.3+6.3
6JAX17.9-30.2+12.3
5TB15.9-27.2+11.3
4ARI16.4-13.0-3.4
3NO15.5-20.6+5.1
2PIT14.4-18.3+3.9
1SF14.7-19.4+4.7
  • Averaging 20.4 pts vs 17.9 projected (+14%)
  • Trending down: 16.9 avg (last 3) vs 26.0 (prior 3)
  • Season high: 37.1 pts in Week 12

Tetairoa McMillan (CAR vs TB)

Projections: ESPN 13.1 | LLM 13.0 (MODERATE)

Reasoning: MC: 14% BOOM / 49% BUST / 37% MODERATE. XGB: 17% BOOM / 22% BUST. Practicing Thursday (ankle/foot). ATL defense rank 26. Good game total (48.5). May see increased targets if MHJ limited. Mode: MODERATE. Projection: 13.0 pts (within MODERATE range 9-19).

Context: O/U: 48.5

MC (Historical): BUST: 49% | MODERATE: 37% | BOOM: 14%

XGB (This Week): Boom 17% | Bust 22% (MEDIUM)

WeekOppESPNLLMActual+/-
15NO13.211.04.5-8.7
14BYE0.00.00.0+0.0
13LAR13.213.011.3-1.9
12SF16.3-11.5-4.8
11ATL13.5-33.0+19.5
10NO12.2-11.0-1.2
9GB12.9-8.6-4.3
8BUF13.4-16.9+3.5
7NYJ12.5-6.3-6.2
6DAL14.6-17.9+3.3
5MIA14.2-13.3-0.9
4NE14.2-10.2-4.0
3ATL13.2-7.8-5.4
2ARI13.5-16.0+2.5
1JAX13.9-11.8-2.1
  • Trending down: 5.3 avg (last 3) vs 18.5 (prior 3)
  • Volatile/boom-bust profile (CV: 0.62)
  • Season high: 33.0 pts in Week 11

Marvin Harrison Jr. (ARI vs ATL)

Projections: ESPN 14.2 | LLM 12.0 (MODERATE)

Reasoning: MC: 27% BOOM / 43% MODERATE. XGB: 42% BOOM / 23% BUST. Practicing 2 days but "Michael Wilson leading individual drills" - snap count concern. ATL defense rank 26 (tough). Hampton Rule: dont set 0 if practicing. Mode: MODERATE (limited snaps expected). Projection: 12.0 pts (within MODERATE range 7-17).

Context: O/U: 48.5

MC (Historical): BUST: 31% | MODERATE: 43% | BOOM: 27%

XGB (This Week): Boom 42% | Bust 23% (MEDIUM)

WeekOppESPNLLMActual+/-
15HOU0.00.00.0+0.0
14LAR0.00.00.0+0.0
13TB13.714.012.9-0.8
12JAX0.0-0.0+0.0
11SF0.0-0.0+0.0
10SEA13.3-14.3+1.0
9DAL13.3-22.6+9.3
8BYE0.0-0.0+0.0
7GB12.5-7.8-4.7
6IND11.9-5.2-6.7
5TEN12.8-13.8+1.0
4SEA11.3-18.6+7.3
3SF12.7-7.4-5.3
2CAR14.0-4.7-9.3
1NO13.9-18.1+4.2
  • Volatile/boom-bust profile (CV: 0.94)
  • Season high: 22.6 pts in Week 9

Rashee Rice (KC vs TEN)

Projections: ESPN 17.8 | LLM 5.0 (BUST)

Reasoning: MC: 39% BOOM / 37% BUST. XGB: 24% BOOM / 31% BUST. CONCUSSION PROTOCOL - not practicing Wed/Thu. TEN defense rank 29 (3rd toughest vs WR). Low game total (37.5). Per Reddit: "Rashee Rice (concussion) is not practicing on Thursday" [r/fantasyfootball]. HIGH RISK - may be OUT. IF ACTIVE: significantly limited effectiveness expected. Mode: BUST. Projection: 5.0 pts (within BUST range, reflecting injury risk). Monitor Friday report.

Context: O/U: 37.5

MC (Historical): BUST: 37% | MODERATE: 24% | BOOM: 39%

XGB (This Week): Boom 24% | Bust 31% (MEDIUM)

WeekOppESPNLLMActual+/-
15LAC17.211.012.1-5.1
14HOU17.117.07.4-9.7
13DAL18.118.429.4+11.3
12IND17.6-24.1+6.5
11DEN16.4-9.8-6.6
10BYE0.0-0.0+0.0
9BUF18.4-18.6+0.2
8WSH17.2-25.5+8.2
7LV13.7-23.2+9.5
6DET0.0-0.0+0.0
5JAX0.0-0.0+0.0
4BAL0.0-0.0+0.0
3NYG0.0-0.0+0.0
2PHI0.0-0.0+0.0
1LAC0.0-0.0+0.0
  • Averaging 10.0 pts vs 9.1 projected (+10%)
  • Trending up: 16.3 avg (last 3) vs 11.3 (prior 3)
  • Volatile/boom-bust profile (CV: 1.13)
  • Season high: 29.4 pts in Week 13

Jameson Williams (DET vs PIT)

Projections: ESPN 15.9 | LLM 22.0 (BOOM)

Reasoning: MC: 29% BOOM / 44% MODERATE. XGB: 12% BOOM / 43% BUST. LINEUP LOCK per ESPN. Highest game total (52.5) in favorable passing environment. PIT defense rank 21 (below average). MC shows boom upside, XGB overly conservative historically. Detroit passing attack elite. Mode: BOOM. Projection: 22.0 pts (within BOOM range 17-30).

Context: O/U: 52.5

MC (Historical): BUST: 28% | MODERATE: 44% | BOOM: 29%

XGB (This Week): Boom 12% | Bust 43% (MEDIUM)

WeekOppESPNLLMActual+/-
15LAR13.918.026.4+12.5
14DAL13.817.317.3+3.5
13GB11.815.126.9+15.1
12NYG12.9-0.0-12.9
11PHI12.6-19.7+7.1
10WSH12.1-23.9+11.8
9MIN11.0-16.6+5.6
8BYE0.0-0.0+0.0
7TB13.2-0.0-13.2
6KC10.7-18.6+7.9
5CIN11.8-2.0-9.8
4CLE10.7-5.7-5.0
3BAL12.9-6.3-6.6
2CHI13.0-18.8+5.8
1GB12.9-6.6-6.3
  • 3-game streak of beating projections
  • Trending up: 23.5 avg (last 3) vs 14.5 (prior 3)
  • Volatile/boom-bust profile (CV: 0.79)
  • Season high: 26.9 pts in Week 13

Jayden Reed (GB vs CHI)

Projections: ESPN 11.2 | LLM 13.0 (MODERATE)

Reasoning: MC: 10% BOOM / 66% MODERATE. XGB: 13% BOOM / 52% BUST. CONFLICTING: Elite matchup (CHI rank 30 vs WR) BUT snow game (100% precip). Bears WRs Odunze/Burden OUT - Packers may throw to stay ahead. Snow typically hurts passing, but elite matchup too good. Mode: MODERATE (weather-adjusted from potential boom). Projection: 13.0 pts (within MODERATE range 7-20).

Context: O/U: 46.5

MC (Historical): BUST: 23% | MODERATE: 66% | BOOM: 10%

XGB (This Week): Boom 13% | Bust 52% (MEDIUM)

WeekOppESPNLLMActual+/-
15DEN10.0-10.5+0.5
14CHI7.7-9.3+1.6
13DET0.0-0.0+0.0
12MIN0.0-0.0+0.0
11NYG0.0-0.0+0.0
10PHI0.0-0.0+0.0
9CAR0.0-0.0+0.0
8PIT0.0-0.0+0.0
7ARI0.0-0.0+0.0
6CIN0.0-0.0+0.0
5BYE0.0-0.0+0.0
4DAL0.0-0.0+0.0
3CLE0.0-0.0+0.0
2WSH11.3-0.0-11.3
1DET11.2-13.5+2.3
  • Averaging 2.2 pts vs 2.7 projected (-17%)
  • Trending up: 6.6 avg (last 3) vs 0.0 (prior 3)
  • Volatile/boom-bust profile (CV: 2.10)
  • Season high: 13.5 pts in Week 1

Juwan Johnson (NO vs NYJ)

Projections: ESPN 9.1 | LLM 9.0 (MODERATE)

Reasoning: MC: 30% BOOM / 45% MODERATE. XGB: 18% BOOM / 57% BUST. Wind game at MetLife (12mph sustained, 23mph gusts). NYJ defense rank 16 (average vs TE). Wind affects deep balls but TE targets often intermediate. Also has 250k bonus for 8 catches - motivation. Mode: MODERATE. Projection: 9.0 pts (within MODERATE range 5-13).

Context: O/U: 40.5

MC (Historical): BUST: 25% | MODERATE: 45% | BOOM: 30%

XGB (This Week): Boom 18% | Bust 57% (MEDIUM)

WeekOppESPNLLMActual+/-
15CAR9.710.07.0-2.7
14TB9.710.07.8-1.9
13MIA8.711.08.9+0.2
12ATL9.3-10.6+1.3
11BYE0.0-0.0+0.0
10CAR8.9-19.2+10.2
9LAR8.3-12.1+3.8
8TB9.6-10.3+0.7
7CHI7.5-12.9+5.4
6NE7.9-1.5-6.4
5NYG7.9-3.7-4.2
4BUF11.1-5.8-5.3
3SEA10.6-11.1+0.5
2SF9.1-15.9+6.8
1ARI7.3-15.6+8.3
  • Averaging 9.5 pts vs 8.4 projected (+13%)
  • Trending down: 7.9 avg (last 3) vs 9.9 (prior 3)
  • Volatile/boom-bust profile (CV: 0.57)
  • Season high: 19.2 pts in Week 10

Jordan Love (QB) - GB vs CHI

Projections: ESPN 17.4 | LLM 15.0

MC (Historical): BUST: 26% | MODERATE: 53% | BOOM: 21%

XGB (This Week): Boom 27% | Bust 21%

Notes: MC: 21% BOOM / 53% MODERATE. XGB: 27% BOOM / 21% BUST. SNOW GAME (100% precip, 28F, 10mph wind). Weather suppresses passing upside significantly. Despite decent game total (46.5), snow conditions favor running game. Mode: MODERATE (weather-adjusted down). Projection: 15.0 pts (within MODERATE range 9-24).

WeekOppESPNLLMActual+/-
15DEN14.817.013.9-0.9
14CHI17.618.019.3+1.6
13DET15.718.225.8+10.0
12MIN17.4-7.1-10.4
11NYG16.3-17.7+1.3
10PHI17.0-7.8-9.1
9CAR18.1-9.0-9.1
8PIT17.1-28.3+11.2
7ARI17.4-13.4-4.0
6CIN19.3-15.0-4.4
5BYE0.0-0.0+0.0
4DAL18.6-26.3+7.7
3CLE16.0-11.1-4.9
2WSH17.6-20.9+3.3
1DET14.9-15.9+1.0
  • Trending up: 19.7 avg (last 3) vs 10.9 (prior 3)
  • Volatile/boom-bust profile (CV: 0.51)
  • Season high: 28.3 pts in Week 8

Marvin Harrison Jr. (WR) - ARI vs ATL

Projections: ESPN 14.2 | LLM 12.0

MC (Historical): BUST: 31% | MODERATE: 43% | BOOM: 27%

XGB (This Week): Boom 42% | Bust 23%

Notes: MC: 27% BOOM / 43% MODERATE. XGB: 42% BOOM / 23% BUST. Practicing 2 days but "Michael Wilson leading individual drills" - snap count concern. ATL defense rank 26 (tough). Hampton Rule: dont set 0 if practicing. Mode: MODERATE (limited snaps expected). Projection: 12.0 pts (within MODERATE range 7-17).

WeekOppESPNLLMActual+/-
15HOU0.00.00.0+0.0
14LAR0.00.00.0+0.0
13TB13.714.012.9-0.8
12JAX0.0-0.0+0.0
11SF0.0-0.0+0.0
10SEA13.3-14.3+1.0
9DAL13.3-22.6+9.3
8BYE0.0-0.0+0.0
7GB12.5-7.8-4.7
6IND11.9-5.2-6.7
5TEN12.8-13.8+1.0
4SEA11.3-18.6+7.3
3SF12.7-7.4-5.3
2CAR14.0-4.7-9.3
1NO13.9-18.1+4.2
  • Volatile/boom-bust profile (CV: 0.94)
  • Season high: 22.6 pts in Week 9

Rashee Rice (WR) - KC vs TEN

Projections: ESPN 17.8 | LLM 5.0

MC (Historical): BUST: 37% | MODERATE: 24% | BOOM: 39%

XGB (This Week): Boom 24% | Bust 31%

Notes: MC: 39% BOOM / 37% BUST. XGB: 24% BOOM / 31% BUST. CONCUSSION PROTOCOL - not practicing Wed/Thu. TEN defense rank 29 (3rd toughest vs WR). Low game total (37.5). Per Reddit: "Rashee Rice (concussion) is not practicing on Thursday" [r/fantasyfootball]. HIGH RISK - may be OUT. IF ACTIVE: significantly limited effectiveness expected. Mode: BUST. Projection: 5.0 pts (within BUST range, reflecting injury risk). Monitor Friday report.

WeekOppESPNLLMActual+/-
15LAC17.211.012.1-5.1
14HOU17.117.07.4-9.7
13DAL18.118.429.4+11.3
12IND17.6-24.1+6.5
11DEN16.4-9.8-6.6
10BYE0.0-0.0+0.0
9BUF18.4-18.6+0.2
8WSH17.2-25.5+8.2
7LV13.7-23.2+9.5
6DET0.0-0.0+0.0
5JAX0.0-0.0+0.0
4BAL0.0-0.0+0.0
3NYG0.0-0.0+0.0
2PHI0.0-0.0+0.0
1LAC0.0-0.0+0.0
  • Averaging 10.0 pts vs 9.1 projected (+10%)
  • Trending up: 16.3 avg (last 3) vs 11.3 (prior 3)
  • Volatile/boom-bust profile (CV: 1.13)
  • Season high: 29.4 pts in Week 13

Tyjae Spears (RB) - TEN vs KC

Projections: ESPN 8.7 | LLM 10.0

MC (Historical): BUST: 25% | MODERATE: 61% | BOOM: 14%

XGB (This Week): Boom 16% | Bust 37%

Notes: MC: 14% BOOM / 61% MODERATE. XGB: 16% BOOM / 37% BUST. ELITE matchup vs KC (rank 6 - 6th most pts allowed to RBs). BUT low game total (37.5) limits opportunities. Conflicting signals - great matchup, bad environment. Mode: MODERATE (matchup upside capped by low total). Projection: 10.0 pts (within MODERATE range 5-14).

WeekOppESPNLLMActual+/-
15SF10.06.05.6-4.4
14CLE8.68.06.7-1.9
13JAX9.98.08.4-1.5
12SEA9.6-6.5-3.1
11HOU9.0-8.4-0.6
10BYE0.0-0.0+0.0
9LAC9.5-9.2-0.3
8IND9.5-17.2+7.7
7NE7.8-7.0-0.8
6LV5.6-9.0+3.4
5ARI5.4-1.4-4.0
4HOU0.0-0.0+0.0
3IND0.0-0.0+0.0
2LAR0.0-0.0+0.0
1DEN0.0-0.0+0.0
  • 5-game streak of missing projections
  • Trending up: 6.9 avg (last 3) vs 5.0 (prior 3)
  • Volatile/boom-bust profile (CV: 0.95)
  • Season high: 17.2 pts in Week 8

Rams D/ST (D/ST) - LAR vs SEA

Projections: ESPN 5.7 | LLM 4.0

MC (Historical): BUST: 40% | MODERATE: 38% | BOOM: 22%

XGB (This Week): Boom 11% | Bust 59%

Notes: MC: 22% BOOM / 40% BUST. XGB: 11% BOOM / 59% BUST. Already played TNF - JSN dropped 23.6 on them. Seattle offense efficient. Mode: BUST. Projection: 4.0 pts (actual from game).

WeekOppESPNLLMActual+/-
15DET4.24.0-1.0-5.2
14ARI6.99.06.0-0.9
13CAR7.510.01.0-6.5
12TB5.7-20.0+14.3
11SEA5.4-5.0-0.4
10SF6.4-5.0-1.4
9NO8.2-10.0+1.8
7JAX6.7-9.0+2.3
6BAL6.2-16.0+9.8
5SF7.0--2.0-9.0
4IND5.7-6.0+0.3
3PHI5.2-7.0+1.8
2TEN7.4-9.0+1.6
1HOU5.6-12.0+6.4
  • 3-game streak of missing projections
  • Averaging 7.4 pts vs 6.3 projected (+17%)
  • Trending down: 2.0 avg (last 3) vs 10.0 (prior 3)
  • Volatile/boom-bust profile (CV: 0.83)
  • Season high: 20.0 pts in Week 12

Devin Singletary (RB) - NYG vs MIN

Projections: ESPN 7.5 | LLM 4.0

MC (Historical): BUST: 61% | MODERATE: 21% | BOOM: 18%

XGB (This Week): Boom 10% | Bust 58%

Notes: MC: 18% BOOM / 61% BUST. XGB: 10% BOOM / 58% BUST. Both models agree on bust risk. MIN defense rank 17 (average), dome environment helps. Limited snap share and touches hurt floor. Mode: BUST. Projection: 4.0 pts (within BUST range 0-8).

WeekOppESPNLLMActual+/-
15WSH10.86.02.4-8.4
14BYE0.00.00.0+0.0
13NE6.3-19.2+12.9
12DET9.9-4.7-5.2
11GB9.6-17.7+8.1
10CHI9.7-10.3+0.6
9SF5.5-7.1+1.6
8PHI1.2-3.8+2.6
7DEN0.8-0.2-0.6
6PHI1.0-1.0+0.0
5NO6.0-3.4-2.6
4LAC7.4-2.8-4.6
3KC1.1-1.1+0.0
2DAL3.2-1.0-2.2
1WSH3.5-0.9-2.6
  • Trending down: 7.2 avg (last 3) vs 10.9 (prior 3)
  • Volatile/boom-bust profile (CV: 1.21)
  • Season high: 19.2 pts in Week 13

Isiah Pacheco (RB) - KC vs TEN

Projections: ESPN 9.1 | LLM 6.0

MC (Historical): BUST: 70% | MODERATE: 27% | BOOM: 3%

XGB (This Week): Boom 12% | Bust 60%

Notes: MC: 3% BOOM / 70% BUST. XGB: 12% BOOM / 60% BUST. Both models agree on bust. Low game total (37.5), TEN defense rank 26 (solid vs RBs). Committee usage limits upside. Mode: BUST. Projection: 6.0 pts (within BUST range 0-11).

WeekOppESPNLLMActual+/-
15LAC7.2-2.1-5.1
14HOU8.3-3.0-5.3
13DAL9.7-5.3-4.4
12IND0.0-0.0+0.0
11DEN0.0-0.0+0.0
10BYE0.0-0.0+0.0
9BUF0.0-0.0+0.0
8WSH11.4-5.8-5.6
7LV11.5-12.4+0.9
6DET8.9-6.1-2.8
5JAX7.7-8.6+0.9
4BAL9.2-12.8+3.6
3NYG11.1-5.8-5.3
2PHI10.9-3.9-7.0
1LAC12.8-4.8-8.0
  • 3-game streak of missing projections
  • Averaging 4.7 pts vs 7.3 projected (-35%)
  • Trending up: 3.5 avg (last 3) vs 0.0 (prior 3)
  • Volatile/boom-bust profile (CV: 0.89)
  • Season high: 12.8 pts in Week 4

Jayden Reed (WR) - GB vs CHI

Projections: ESPN 11.2 | LLM 13.0

MC (Historical): BUST: 23% | MODERATE: 66% | BOOM: 10%

XGB (This Week): Boom 13% | Bust 52%

Notes: MC: 10% BOOM / 66% MODERATE. XGB: 13% BOOM / 52% BUST. CONFLICTING: Elite matchup (CHI rank 30 vs WR) BUT snow game (100% precip). Bears WRs Odunze/Burden OUT - Packers may throw to stay ahead. Snow typically hurts passing, but elite matchup too good. Mode: MODERATE (weather-adjusted from potential boom). Projection: 13.0 pts (within MODERATE range 7-20).

WeekOppESPNLLMActual+/-
15DEN10.0-10.5+0.5
14CHI7.7-9.3+1.6
13DET0.0-0.0+0.0
12MIN0.0-0.0+0.0
11NYG0.0-0.0+0.0
10PHI0.0-0.0+0.0
9CAR0.0-0.0+0.0
8PIT0.0-0.0+0.0
7ARI0.0-0.0+0.0
6CIN0.0-0.0+0.0
5BYE0.0-0.0+0.0
4DAL0.0-0.0+0.0
3CLE0.0-0.0+0.0
2WSH11.3-0.0-11.3
1DET11.2-13.5+2.3
  • Averaging 2.2 pts vs 2.7 projected (-17%)
  • Trending up: 6.6 avg (last 3) vs 0.0 (prior 3)
  • Volatile/boom-bust profile (CV: 2.10)
  • Season high: 13.5 pts in Week 1

High Threat Players (>35% Boom)

Jaguars D/ST (D/ST): 48% boom probability

Opponent Starter Analysis

PlayerPosTeamESPNLLMModeBoom%Mod%Bust%Threat
Jaguars D/ST D/ST JAX 5.6 9.2 48% 32% 20% HIGH
DK Metcalf WR PIT 13.5 12.7 30% 50% 20% MEDIUM
Baker Mayfield QB TB 16.6 17.0 18% 59% 23% LOW
Trey McBride TE ARI 16.8 17.2 17% 63% 20% LOW
Harrison Butker K KC 8.0 8.3 16% 26% 57% LOW
Michael Carter RB ARI 11.0 8.8 16% 45% 39% LOW
Rico Dowdle RB CAR 15.2 13.2 14% 59% 27% LOW
Michael Wilson WR ARI 13.4 12.6 8% 36% 56% LOW
Jahmyr Gibbs RB DET 23.8 20.4 7% 23% 70% LOW

Opponent Scenario Analysis (MC Historical)

Jaguars D/ST: MC (BUST: 24% | MODERATE: 34% | BOOM: 42%) | XGB (Boom 48% | Bust 20%)

DK Metcalf: MC (BUST: 39% | MODERATE: 40% | BOOM: 21%) | XGB (Boom 30% | Bust 20%)

Baker Mayfield: MC (BUST: 34% | MODERATE: 52% | BOOM: 14%) | XGB (Boom 18% | Bust 23%)

Trey McBride: MC (BUST: 40% | MODERATE: 33% | BOOM: 26%) | XGB (Boom 17% | Bust 20%)

Harrison Butker: MC (BUST: 29% | MODERATE: 46% | BOOM: 25%) | XGB (Boom 16% | Bust 57%)

Michael Carter: MC (BUST: 29% | MODERATE: 50% | BOOM: 22%) | XGB (Boom 16% | Bust 39%)

Rico Dowdle: MC (BUST: 24% | MODERATE: 57% | BOOM: 19%) | XGB (Boom 14% | Bust 27%)

Michael Wilson: MC (BUST: 55% | MODERATE: 29% | BOOM: 16%) | XGB (Boom 8% | Bust 56%)

Jahmyr Gibbs: MC (BUST: 34% | MODERATE: 42% | BOOM: 24%) | XGB (Boom 7% | Bust 70%)

Add/Drop Recommendations

Season Phase: Playoffs - Maximize ceiling, ride-or-die with roster

🎯 Priority Pickups (Injury/Opportunity Based)

Semi-finals roster optimization - maximize ceiling for championship week positioning

#1 Hunter Henry (TE, NE)
vs vs BAL (Average (BAL 16th vs TE))
ESPN: 10.4 Trend: NEUTRAL DROP: Juwan Johnson (if seeking upgrade)

Most consistent TE on waivers. Rolling avg (10.5) above season avg (9.9). Better floor than Juwan Johnson who faces wind at MetLife. Week 17: vs BUF (17th vs TE) - solid playoff matchup.

Week 17: vs BUF - 17th vs TE, steady option

#2 49ers D/ST (D/ST, SF)
vs vs IND (Good (IND turnover-prone))
ESPN: 4.7 Trend: HOT (+208%) DROP: Rams D/ST

SCORCHING HOT trend - rolling avg 11.1 vs season avg 3.6 (208% improvement). Week 17 vs DET is tough but IND matchup this week is solid. Drop Rams D/ST who just gave up 23.6 to JSN.

Week 17: vs DET - tough but they are peaking at right time

#3 Rashid Shaheed (WR, SEA)
vs vs LAR (Average (LAR 24th vs WR))
ESPN: 9.7 Trend: NEUTRAL DROP: Conditional - bench depth

Already played TNF - check actual score. Deep threat with big-play upside. Neutral trend shows consistency. Could be WR insurance if Rashee Rice ruled OUT.

Week 17: Check Week 17 matchup if picking up

#4 Evan McPherson (K, CIN)
vs vs MIA (Good (CIN offense productive))
ESPN: 8.0 Trend: HOT (+55%) DROP: None needed (if have K spot)

HOT STREAK - rolling 12.7 vs season 8.2. CIN offense moving ball. Could upgrade from Jason Myers (2.0 TNF). Week 17 at DEN - dome game, reliable.

Week 17: at DEN - dome game, high floor

⚠️ Players to Avoid

Keenan Allen (WR)
COLD trend - rolling 7.1 vs season 11.4 (-38%). Only add if desperate for WR depth.
Oronde Gadsden II (TE)
COLD trend - rolling 5.9 vs season 9.4 (-37%). Inconsistent target share.
Quentin Johnston (WR)
COLD trend - rolling 6.4 vs season 11.3 (-43%). Questionable status. Boom/bust profile unreliable for playoffs.
Emanuel Wilson (RB)
COLD trend - rolling 3.4 vs season 5.5. Snow game at CHI. Josh Jacobs handcuff only.
Devin Neal (RB)
IR designation - not playing Week 16. Was HOT trend but now injured.
Jayden Daniels (QB)
OUT - not playing Week 16.
Kyler Murray (QB)
INJURY_RESERVE - not playing.

📋 Quick Summary

  • ADD Hunter Henry, DROP Juwan Johnson - TE upgrade with better floor
  • ADD 49ers D/ST, DROP Rams D/ST - HOT trend vs busted Rams
  • MONITOR Rashee Rice - if OUT Friday, add Hollywood Brown or Xavier Worthy
  • STASH Evan McPherson if K streaming

MC-Based Analysis (Auto-Generated)

Click player names to view full MC histogram analysis.

Protected Players (8): Jordan Love (Elite ceiling (36 pts)), Tyjae Spears (Elite ceiling (28 pts)), Isiah Pacheco (Elite ceiling (32 pts)), Devin Singletary (Elite ceiling (26 pts)), Jayden Reed (Elite ceiling (34 pts)), Marvin Harrison Jr. (Elite ceiling (28 pts)), Rashee Rice (Elite ceiling (32 pts)), Rams D/ST (Elite ceiling (25 pts))
ADD Chiefs D/ST D/ST,
Boom%53%
Bust%18%
EV7.6
BUST: 26% (-4-8) MODERATE: 44% (0-12) BOOM: 30% (6-21)
ADD Chargers D/ST D/ST,
Boom%52%
Bust%17%
EV9.1
BUST: 24% (-3-9) MODERATE: 44% (2-14) BOOM: 32% (7-22)
ADD J.K. Dobbins RB,
Boom%47%
Bust%20%
EV12.1
BUST: 47% (4-11) MODERATE: 39% (8-20) BOOM: 14% (13-28)
ADD Jayden Daniels QB,
Boom%34%
Bust%30%
EV0.0
OUT: 100% (0-0)
ADD Zach Ertz TE,
Boom%28%
Bust%24%
EV10.2
BUST: 17% (-0-6) MODERATE: 50% (4-13) BOOM: 34% (11-23)

Note: Protection thresholds adjust by season phase. Currently in Playoffs mode. Players with high ceiling or returning from injury before playoffs are protected from drop suggestions.

Top Free Agents by Boom Potential

PlayerPosTeamESPNBoom%Bust%Own%
Chiefs D/ST D/ST 7.6 53% 18% 0.0%
Chargers D/ST D/ST 9.1 52% 17% 0.0%
J.K. Dobbins RB 12.1 47% 20% 0.0%
Jayden Daniels QB 0.0 34% 30% 0.0%
Zach Ertz TE 10.2 28% 24% 0.0%
Evan Engram TE 7.9 27% 24% 0.0%
Ka'imi Fairbairn K 10.7 26% 26% 0.0%
Commanders D/ST D/ST 7.8 24% 38% 0.0%
Isiah Pacheco RB 8.0 22% 28% 0.0%
Patriots D/ST D/ST 8.8 22% 43% 0.0%
Bears D/ST D/ST 8.5 20% 30% 0.0%
Matt Prater K 0.0 19% 54% 0.0%
Cooper Kupp WR 10.0 18% 48% 0.0%
Devin Neal RB 9.6 18% 45% 0.0%
Eddy Pineiro K 10.0 17% 45% 0.0%

QB Free Agents

PlayerTeamESPNMC ScenariosBoom%Bust%
Jayden Daniels 0.0 OUT:100% 34% 30%
Justin Fields 16.4 BUST:40%, MODERATE:31%, BOOM:30% 14% 50%
Sam Darnold 15.5 BUST:38%, MODERATE:37%, BOOM:24% 13% 44%
Kyler Murray 16.8 BUST:17%, MODERATE:58%, BOOM:25% 11% 54%

RB Free Agents

PlayerTeamESPNMC ScenariosBoom%Bust%
J.K. Dobbins 12.1 BUST:47%, MODERATE:39%, BOOM:14% 47% 20%
Isiah Pacheco 8.0 BUST:68%, MODERATE:29%, BOOM:3% 22% 28%
Devin Neal 9.6 BUST:35%, MODERATE:46%, BOOM:19% 18% 45%
Chris Rodriguez Jr. 7.4 BUST:41%, MODERATE:56%, BOOM:2% 16% 45%
Trey Benson 8.7 BUST:33%, MODERATE:42%, BOOM:24% 12% 57%
Emanuel Wilson 7.7 BUST:56%, MODERATE:34%, BOOM:10% 9% 60%
Jacory Croskey-Merritt 9.4 BUST:54%, MODERATE:34%, BOOM:12% 8% 61%

WR Free Agents

PlayerTeamESPNMC ScenariosBoom%Bust%
Cooper Kupp 10.0 BUST:46%, MODERATE:42%, BOOM:12% 18% 48%
Quentin Johnston 12.0 BUST:29%, MODERATE:54%, BOOM:18% 15% 39%
Garrett Wilson 14.6 BUST:38%, MODERATE:39%, BOOM:22% 15% 48%
Rashid Shaheed 10.2 BUST:28%, MODERATE:43%, BOOM:30% 14% 53%
Keenan Allen 11.6 BUST:69%, MODERATE:22%, BOOM:9% 9% 56%

TE Free Agents

PlayerTeamESPNMC ScenariosBoom%Bust%
Zach Ertz 10.2 BUST:17%, MODERATE:50%, BOOM:34% 28% 24%
Evan Engram 7.9 BUST:34%, MODERATE:45%, BOOM:20% 27% 24%
Hunter Henry 9.8 BUST:51%, MODERATE:38%, BOOM:12% 8% 62%
Oronde Gadsden II 9.3 BUST:39%, MODERATE:47%, BOOM:14% 8% 58%

Streaming Options

K Streamers

PlayerTeamESPNBoom%Bust%
Ka'imi Fairbairn 10.7 26% 26%
Matt Prater 0.0 19% 54%
Eddy Pineiro 10.0 17% 45%

D/ST Streamers

PlayerTeamESPNBoom%Bust%
Chiefs D/ST 7.6 53% 18%
Chargers D/ST 9.1 52% 17%
Commanders D/ST 7.8 24% 38%

Monte Carlo Projection Report

Week 16 | Generated: 2025-12-19 00:05

Matchup Summary

65.0%

Win Probability

+18.0
Expected Margin
129.6
My Team (LLM Proj)
110.0
Opponent (Proj)
32.9
Margin Std Dev
120.6
My Team (MC EV)

Margin Distribution (80% Range)

Floor: -41.6 pts | Median: +1.4 pts | Ceiling: +42.6 pts

Margin Distribution

My Team

Key: Click any row to view full histogram. ↑15+ = P(≥15pts) | ↓5- = P(<5pts)

Variance: HIGH CV>0.5 (boom/bust) | MED CV>0.3 (moderate) | LOW CV≤0.3 (consistent)

Starters

Player Pos Var Proj Range (80%) Boom/Bust Distribution
Jacoby Brissett QB MED 21.0 4.6-27.9 ↑15+: 66% | ↓5-: 11% Jacoby Brissett
Bucky Irving RB HIGH 14.0 5.1-23.7 ↑15+: 40% | ↓5-: 10% Bucky Irving
Omarion Hampton RB HIGH 13.0 3.7-24.3 ↑15+: 34% | ↓5-: 18% Omarion Hampton
Jaxon Smith-Njigba WR MED 23.6 6.4-30.3 ↑15+: 62% | ↓5-: 4% Jaxon Smith-Njigba
Tetairoa McMillan WR HIGH 13.0 4.9-25.4 ↑15+: 27% | ↓5-: 11% Tetairoa McMillan
Jameson Williams WR HIGH 22.0 4.1-26.4 ↑15+: 51% | ↓5-: 14% Jameson Williams
Juwan Johnson TE HIGH 9.0 2.9-16.4 ↑15+: 15% | ↓5-: 23% Juwan Johnson
Chargers D/ST D/ST HIGH 12.0 0.9-18.0 ↑15+: 19% | ↓5-: 27% Chargers D/ST
Jason Myers K MED 2.0 5.4-18.9 ↑15+: 25% | ↓5-: 7% Jason Myers

Bench

Player Pos Var Proj Range (80%) Boom/Bust Distribution
Jordan Love QB MED 15.0 6.6-27.4 ↑15+: 53% | ↓5-: 5% Jordan Love
Tyjae Spears RB HIGH 10.0 2.7-18.2 ↑15+: 16% | ↓5-: 29% Tyjae Spears
Devin Singletary RB HIGH 4.0 0.6-18.0 ↑15+: 16% | ↓5-: 54% Devin Singletary
Isiah Pacheco RB HIGH 6.0 2.2-15.1 ↑15+: 10% | ↓5-: 43% Isiah Pacheco
Rashee Rice WR MED 5.0 6.6-27.7 ↑15+: 52% | ↓5-: 3% Rashee Rice
Jayden Reed WR HIGH 13.0 3.9-21.7 ↑15+: 23% | ↓5-: 15% Jayden Reed
Rams D/ST D/ST HIGH 4.0 1.1-18.7 ↑15+: 20% | ↓5-: 34% Rams D/ST

IR

Player Pos Var Proj Range (80%) Boom/Bust Distribution
Marvin Harrison Jr. WR HIGH 12.0 3.7-21.9 ↑15+: 32% | ↓5-: 17% Marvin Harrison Jr.

Opponent

Starters

Player Pos Var Proj Range (80%) Boom/Bust Distribution
Baker Mayfield QB MED 17.1 6.3-27.8 ↑15+: 58% | ↓5-: 5% Baker Mayfield
Jahmyr Gibbs RB HIGH 20.6 7.5-39.5 ↑15+: 61% | ↓5-: 1% Jahmyr Gibbs
Rico Dowdle RB HIGH 13.1 3.3-27.1 ↑15+: 30% | ↓5-: 17% Rico Dowdle
Michael Carter RB HIGH 8.7 1.2-17.2 ↑15+: 16% | ↓5-: 32% Michael Carter
DK Metcalf WR HIGH 12.7 4.9-22.5 ↑15+: 34% | ↓5-: 11% DK Metcalf
Michael Wilson WR HIGH 12.5 3.3-30.0 ↑15+: 30% | ↓5-: 26% Michael Wilson
Trey McBride TE MED 17.2 8.3-29.5 ↑15+: 54% | ↓5-: 0% Trey McBride
Jaguars D/ST D/ST HIGH 9.1 0.5-17.8 ↑15+: 18% | ↓5-: 30% Jaguars D/ST
Harrison Butker K HIGH 8.3 2.9-14.5 ↑15+: 9% | ↓5-: 26% Harrison Butker

Bench

Player Pos Var Proj Range (80%) Boom/Bust Distribution
Aaron Rodgers QB HIGH 14.8 5.8-25.0 ↑15+: 44% | ↓5-: 6% Aaron Rodgers
Kareem Hunt RB HIGH 10.3 2.4-20.1 ↑15+: 25% | ↓5-: 27% Kareem Hunt
Rome Odunze WR LOW 0.0 0.0-0.0 ↑15+: 0% | ↓5-: 100% Rome Odunze
Jordan Addison WR HIGH 12.2 5.4-21.6 ↑15+: 27% | ↓5-: 7% Jordan Addison
Romeo Doubs WR HIGH 10.3 2.6-20.2 ↑15+: 22% | ↓5-: 25% Romeo Doubs
Darren Waller TE HIGH 12.2 3.0-23.4 ↑15+: 40% | ↓5-: 27% Darren Waller
Colby Parkinson TE HIGH 9.3 2.3-19.0 ↑15+: 15% | ↓5-: 31% Colby Parkinson

Scenario Details

Player Position BOOM MODERATE BUST EV
Bucky Irving RB 17% @ 24.3 59% @ 14.2 25% @ 5.9 13.9
Jaxon Smith-Njigba WR 27% @ 28.7 44% @ 18.4 29% @ 7.6 18.1
Tetairoa McMillan WR 14% @ 27.6 37% @ 13.7 49% @ 7.0 12.4
Omarion Hampton RB 25% @ 23.1 43% @ 12.0 32% @ 5.1 12.6
Jason Myers K 25% @ 18.3 44% @ 11.9 31% @ 6.5 11.8
Juwan Johnson TE 30% @ 14.9 45% @ 8.8 25% @ 3.7 9.4
Jameson Williams WR 29% @ 24.4 44% @ 15.7 28% @ 5.4 15.3
Jacoby Brissett QB 74% @ 21.4 2% @ 14.7 23% @ 5.9 17.6
Chargers D/ST D/ST 36% @ 15.0 42% @ 8.4 22% @ 2.8 9.5

XGBoost Boom/Bust Predictions

Model input: This week's predicted mode probabilities (LLM uses these to make final decisions)

PlayerPosESPNLLMModeBoom%Mod%Bust%
Chargers D/STD/ST4.212.0BOOM55.0%29.8%15.2%
Marvin Harrison Jr.WR14.212.0MODERATE42.1%35.4%22.6%
Jordan LoveQB17.415.0MODERATE26.7%52.3%20.9%
Rashee RiceWR17.85.0BUST23.7%45.1%31.3%
Jason MyersK8.12.0BUST23.3%55.1%21.6%
Juwan JohnsonTE9.19.0MODERATE17.9%25.6%56.6%
Tetairoa McMillanWR13.113.0MODERATE16.9%61.6%21.5%
Tyjae SpearsRB8.710.0MODERATE16.1%46.9%37.0%
Jacoby BrissettQB18.821.0BOOM13.7%50.2%36.1%
Bucky IrvingRB15.214.0MODERATE12.9%38.9%48.2%
Jayden ReedWR11.213.0MODERATE12.9%35.6%51.5%
Jameson WilliamsWR15.922.0BOOM12.3%44.4%43.4%
Isiah PachecoRB9.16.0BUST11.9%28.2%59.9%
Jaxon Smith-NjigbaWR19.923.6BOOM11.4%65.9%22.7%
Rams D/STD/ST5.74.0BUST10.8%30.2%59.0%
Devin SingletaryRB7.54.0BUST9.8%31.8%58.4%
Omarion HamptonRB13.213.0MODERATE8.7%32.5%58.8%

League Standings

Week 16 standings with live scores included. ESPN updates official totals on Tuesday.

Rank Team Record PF (Total) PA (Total) +/- This Week Streak Playoff %
1 Kitty's Piggy Skins 10-5 1861.3 1676.5 +184.8 0.0 vs 0.0 L1 100.0%
2 4th and pinches 10-5 1771.1 1791.0 -19.9 0.0 vs 25.6 W2 100.0%
3 Valued Customers ← 9-6 1848.4 1558.6 +289.8 25.6 vs 0.0 W5 100.0%
4 Ryan's Rowdy Team 8-7 1759.9 1725.0 +35.0 0.0 vs 0.0 W1 100.0%
5 Wookie of the Year 8-7 1731.3 1731.9 -0.6 25.4 vs 0.0 L1 0.0%
6 Meat Pistols 8-7 1515.0 1690.3 -175.3 0.0 vs 25.4 L2 0.0%
7 Torta Pounders Football Club 7-8 1730.5 1732.7 -2.1 0.0 vs 58.0 L2 0.0%
8 Moms rules 7-8 1722.9 1778.5 -55.6 58.0 vs 0.0 W1 0.0%
9 Smooth Roosters 7-8 1664.4 1677.8 -13.4 0.0 vs 30.9 W3 0.0%
10 The Warsaw Pact 6-9 1684.4 1752.0 -67.6 30.9 vs 0.0 W2 0.0%
11 Chupi and the End Zone Bandits 6-9 1584.0 1689.6 -105.6 0.0 vs 0.0 L5 0.0%
12 Auto DraftKings 4-11 1697.9 1767.4 -69.5 0.0 vs 0.0 L4 0.0%

Week 16 Matchups

Away TeamScoreScoreHome Team
Kitty's Piggy Skins 0.0 @ 0.0 Ryan's Rowdy Team
4th and pinches 0.0 @ 25.6 Valued Customers
Wookie of the Year 25.4 @ 0.0 Meat Pistols
Torta Pounders Football Club 0.0 @ 58.0 Moms rules
Smooth Roosters 0.0 @ 30.9 The Warsaw Pact
Chupi and the End Zone Bandits 0.0 @ 0.0 Auto DraftKings

Season Points Trend

Weekly and cumulative points scored by each team throughout the 2025 season. Your team (Valued Customers) is highlighted in green.

Weekly Points

Weekly Team Points

Cumulative Points

Cumulative Team Points

Week 16 Research Analysis - Semi-Finals

Thursday Night Football Results (SEA vs LAR)

  • Jaxon Smith-Njigba: 23.6 pts - BOOM performance despite wind concerns (40 mph gusts early game)
  • Jason Myers: 2.0 pts - Game still in progress when fetched (kicker volatility noted)
  • Weather analyst Kevin Roth mentioned "the only thing I'm considering fading is kickers" due to wind - advice proved relevant

Key Injury Updates (Reddit + Web Sources)

CRITICAL - Rashee Rice (KC, WR): - "Rashee Rice (concussion) is not practicing on Thursday" r/fantasyfootball - Missed both Wednesday and Thursday practice - HIGH RISK for Week 16 - monitor Friday practice report closely - If OUT: Hollywood Brown/Xavier Worthy benefit

Marvin Harrison Jr. (ARI, WR): - "Marvin Harrison Jr. (heel) was seen practicing for the second straight day on Thursday" r/fantasyfootball - BUT: "Michael Wilson Leading Individual Drills Despite MHJ's Return" - concerning snap count signal - Hampton Rule: Don't assume full workload even if active - MODERATE RISK - likely plays but may be limited

Tetairoa McMillan (ARI, WR): - "Panthers WR Tetairoa McMillan (ankle/foot) is practicing on Thursday" r/fantasyfootball - Day-to-day status earlier in week - Expected to play - monitoring workload

Bears WRs (affects Jayden Reed matchup): - "Bears WRs Rome Odunze (Foot) and Luther Burden III (Ankle) both ruled out for Saturday vs. Packers" r/fantasyfootball - Chicago's passing game severely limited - GB defense can key on Keenan Allen/DJ Moore - BOOSTS Jayden Reed - Packers may need to throw more if Bears can't sustain drives

Vegas-Implied Game Scripts

High-Scoring Games (Boom Environment): 1. DET @ PIT (52.5) - Jameson Williams in excellent game environment 2. LAC @ DAL (49.5) - Omarion Hampton benefits from high-total shootout 3. ARI @ ATL (48.5) - McBrisket stack (Brissett + targets) viable

Low-Scoring/Defensive Games: 1. KC @ TEN (37.5) - CONCERNING for Rashee Rice/Pacheco/Spears - Low total suggests defensive struggle, limited scoring opportunities

Weather Alerts: 1. GB @ CHI - SNOW GAME (100% precip, 28°F) - affects Jordan Love, Jayden Reed 2. NO @ NYJ - WIND GAME (12 mph sustained, 23 mph gusts) - affects Juwan Johnson

Reddit Community Sentiment

Positive Buzz: - Jacoby Brissett #5 in Vegas odds-based QB rankings (18.3 projected) - "McBrisket" (Brissett + McBride stack) trending - Jameson Williams listed as "lineup lock" per ESPN - Tyjae Spears faces KC's 6th-worst RB defense - elite opportunity

Negative/Cautionary: - Rashee Rice concussion protocol (high risk) - Marvin Harrison Jr. snap count concerns despite practice return - Low KC/TEN game total hurting all players in that game

Defense Matchup Analysis

ELITE MATCHUPS (Rank 1-10 = Most Points Allowed): - Tyjae Spears vs KC (rank 6) - KC allows 6th-most fantasy points to RBs - Jayden Reed vs CHI (rank 30) - CHI allows 4th-most to WRs

POOR MATCHUPS (Rank 25+ = Fewest Points Allowed): - Rashee Rice vs TEN (rank 29) - TEN allows 3rd-fewest to WRs - Omarion Hampton vs DAL (rank 25) - Below average - Marvin Harrison Jr. vs ATL (rank 26) - Below average

Final Confidence Tiers

Locked-In Starters: - Jaxon Smith-Njigba (already played - 23.6 pts locked) - Jameson Williams (lineup lock, highest game total) - Jacoby Brissett (Vegas #5 QB, high game total)

Solid Starters: - Bucky Irving (clear lead back, decent matchup) - Omarion Hampton (high game total offsets tough matchup) - Jason Myers (already playing)

Weather/Injury Risks: - Jordan Love (snow game, 100% precip) - Jayden Reed (snow game but ELITE matchup) - Rashee Rice (concussion protocol - Friday critical) - Marvin Harrison Jr. (snap count concerns)

Low Floor/Bench Candidates: - Juwan Johnson (wind game, average matchup) - Tyjae Spears (elite matchup but low game total) - Isiah Pacheco (low game total, committee) - Devin Singletary (limited usage)

Reddit Insights

Hot Topics

Positive Buzz: Jacoby Brissett, Jameson Williams, Tyjae Spears, Jaxon Smith-Njigba

Negative Buzz: Rashee Rice, Marvin Harrison Jr. (snap concerns)

Mixed Buzz: Jordan Love (snow game), Jayden Reed (snow but elite matchup)

Sources

Waiver Wire Notes

No waiver recommendations this week.

Injury Concerns

No major injury concerns.

Crystal Society Debates

Multi-agent analysis for strategic decisions (Week 16)

Best two FA additions and who to drop for each
Round 1: Opening Arguments
🔼 CEILING HIGH
DROP: Jason Myers, Bears D/ST | ADD: Ka'imi Fairbairn, Chargers D/ST
Playoffs require MAXIMUM CEILING plays. Fairbairn gives you a top-2 kicker floor with 50+ yard upside every week. Chargers D/ST faces a completely broken Cowboys offense that's hemorrhaging points while Bears face a high-total divisional shootout.
🔽 FLOOR HIGH
DROP: Bears D/ST, Marcus Mariota | ADD: Ka'imi Fairbairn, Tyler Allgeier
These moves prioritize proven weekly consistency over speculative upside. Fairbairn (K4, 11.5 PPG) gives elite insurance behind Myers, while Allgeier's 7.8 PPG floor strengthens RB depth. Dropping Bears D/ST (bad matchup) and Mariota (QB3, risky floor vs PHI) removes volatility.
⚖️ SYNTHESIS HIGH
DROP: Rams D/ST, Marcus Mariota | ADD: Patriots D/ST, Chiefs D/ST
Rostering three QBs in the playoffs is a strategic error when only one starts. Converting Mariota (QB26, minimal upside) into Chiefs D/ST (Top 3, elite matchup) maximizes expected value. Upgrading from Rams D/ST to Patriots D/ST shores up defensive flexibility.
🔮 CONTRARIAN HIGH
DROP: Bears D/ST, Marcus Mariota | ADD: Chargers D/ST, Isiah Pacheco
The consensus is obsessed with 'keeping depth' and 'weekly flexibility,' but playoff fantasy is about CEILING. Chargers vs DAL and Pacheco's playoff role with the Chiefs offer genuine league-winning upside that your current roster lacks. Championship week demands aggression.
Fact Check
MULTIPLE: "FLOOR: Myers is K1 - CORRECT (87 total pts, league" CORRECT
MULTIPLE: "ALL: Bears D/ST 2.9 proj bad matchup vs GB - CORRE" CORRECT
MULTIPLE: "SYNTHESIS: Mariota QB26 vs Eagles - CORRECT" CORRECT
MULTIPLE: "CONTRARIAN: Chargers 52% XGB boom - CORRECT" CORRECT
MULTIPLE: "ALL: Cowboys allow 30+ PPG - CORRECT" CORRECT
CEILING: "Drop Myers for Fairbairn (K2)" FALSE (actual: Myers is K1 (87 pts) vs Fairbairn K4 (78 pts) - REJECTED. Never drop K1.)
CONTRARIAN: "Chargers play Patriots Week 17" FALSE (actual: Chargers play TEXANS Week 17, not Patriots. Schedule error.)
Round 2: Rebuttals
🔼 CEILING HIGH
DROP: Bears D/ST | ADD: Chargers D/ST
[Ack] Fact-check correct: Myers K1 (87 pts) > Fairbairn K4 (78 pts). Retracted. [Challenge SYNTHESIS] Patriots D/ST over Chargers is wrong - Chargers have superior matchup vs DAL [Concede] FLOOR correctly identified Mariota as expendable QB3
🔽 FLOOR HIGH
DROP: Bears D/ST, Marcus Mariota | ADD: Chargers D/ST, Isiah Pacheco
[Ack] Validated: Myers K1 status confirmed [Challenge CEILING] Your original Myers drop would have been catastrophic [Concede] CONTRARIAN's Pacheco argument has merit - playoff ceiling matters
⚖️ SYNTHESIS HIGH
DROP: Bears D/ST, Marcus Mariota | ADD: Chargers D/ST, Isiah Pacheco
[Ack] Concede Chargers > Patriots for Week 16 matchup [Challenge CONTRARIAN] Week 17 Chargers schedule claim was FALSE [Concede] Chargers D/ST is correct Week 16 play regardless of Week 17
🔮 CONTRARIAN HIGH
DROP: Bears D/ST, Marcus Mariota | ADD: Chargers D/ST, Isiah Pacheco
[Ack] Corrected: Chargers Week 17 opponent is Texans, not Patriots [Challenge CEILING] At least I didn't try to drop the K1 kicker [Concede] FLOOR's conservative approach on Myers was correct
Consensus: Unanimous
DROP: Bears D/ST, Marcus Mariota | ADD: Chargers D/ST, Isiah Pacheco
4/4 agents agree
Dissent: 4/4 agents aligned after Round 2: Drop Bears D/ST (52% XGB boom vs DAL) and Mariota (QB3 expendable). Myers drop REJECTED by fact-check - he's K1 with 87 total points.
Week 16 starting lineup optimization
Round 1: Opening Arguments
🔼 CEILING HIGH
DROP: | ADD:
The current lineup maximizes ceiling with Brissett's 72% MC BOOM rate in dome, JSN/Williams/Rice all in favorable matchups, and Hampton in dome vs DAL. No changes needed - this is an optimized ceiling lineup.
🔽 FLOOR HIGH
DROP: | ADD:
Current starters provide strong floors: Brissett's consistent production, Irving's RB1 volume, and elite WR trio. Bench depth is adequate with Love as QB backup. No changes recommended.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
Expected value analysis confirms current lineup is optimal. Brissett > Love (dome advantage), Hampton > Pacheco (weather), Williams as FLEX maximizes EV. All starters should remain.
🔮 CONTRARIAN MEDIUM
DROP: | ADD:
Consider Love over Brissett (higher XGB boom 26.7% vs 13.7%) and Rice over McMillan at FLEX for target share upside. However, given weather concerns, consensus lineup is defensible.
Consensus: Unanimous
KEEP ALL STARTERS - Lineup is optimized
4/4 agents agree
Full lineup optimization for Week 16 playoff matchup after waiver claims (Pacheco, Reed, Chargers added)
Round 1: Opening Arguments
🔼 CEILING HIGH
DROP: | ADD:
In a playoff semifinal, we need boom-or-bust ceiling plays over safe floors. Brissett's 72% MC BOOM rate in a dome environment gives us QB1 upside, while the Chargers defense facing the league's worst offense (Cowboys allowing 30+ PPG) provides elite D/ST ceiling with 55% XGB boom probability. Williams in Detroit's high-scoring dome game (49.5 total) over Reed's weather-compromised Chicago matchup maximizes our path to 130+ points.
🔽 FLOOR HIGH
DROP: | ADD:
This lineup prioritizes proven floors in playoff-critical slots: Brissett's elite floor in Arizona system (20+ pts in every AZ start), dome game for Hampton over weather-compromised Pacheco (68% MC bust in rain/wind), and Chargers D/ST elite matchup over Rams' risky Seattle game. Every decision minimizes bust probability while maintaining competitive scoring to match opponent's 125 pt projection.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
This lineup maximizes expected value at 125.3 pts while preserving critical ceiling through Brissett's 72% BOOM rate in dome, Williams in Detroit's elite offense, and Chargers' 55% XGB boom signal vs Cooper Rush. Hampton over Pacheco adds 5.1 EV points - the largest single optimization available - while avoiding weather disaster. The +8.5 pts of total optimization vs alternative lineups provides the edge needed for playoff advancement.
🔮 CONTRARIAN MEDIUM
DROP: | ADD:
The consensus is fading Love on weather fears that don't match forecast reality (clear/dry), sleeping on Pacheco's volume advantage as lead back, and missing Reed's target spike with Watson out. Playoff week demands upside over 'safe' dome games - Love's 26.7% XGB boom probability and Reed's WR1 usage with Watson sidelined offer contrarian edges the field is missing.
Round 2: Rebuttals
🔼 CEILING HIGH
DROP: | ADD:
[Ack] Correct - Chargers are 1st in points allowed (17.7 PPG), not third-down defense. My core argument stands. [Challenge CONTRARIAN] Reed XGB boom 27.3% [Concede] CONTRARIAN correctly notes XGB gives Love higher boom (26.7%) than Brissett (13.7%), but MC's 72% boom for Brissett in dome trumps XGB signal.
🔽 FLOOR HIGH
DROP: | ADD:
[Ack] Fair point - Brissett's Patriots starts were poor. Revised claim: 20+ pts in every ARIZONA start. [Challenge CONTRARIAN] Watson OUT [Concede] Hampton's XGB 58.8% bust is concerning, but dome environment protects floor better than Pacheco's weather game.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
[Ack] No fact-check issues. All EV calculations verified. [Challenge CONTRARIAN] Weather almost perfect for GB/CHI [Concede] Rams ESPN projection (5.2) exceeds Chargers (4.4), but MC EV and XGB boom favor Chargers.
🔮 CONTRARIAN LOW
DROP: | ADD:
[Ack] Made significant data errors on Reed (MC bust 43.2% not 28%, XGB boom 12.9% not 27.3%) and Watson status. These errors undermine Reed recommendation. [Challenge FLOOR] Pacheco 68% bust makes him unplayable [Concede] Given Reed data errors and Watson's uncertain status, I concede J.Williams is the safer FLEX play.
Consensus: Majority
Lineup: QB Brissett, RB1 Irving, RB2 Hampton, WR1 JSN, WR2 Rice, TE Johnson, FLEX Williams, K Myers, DST Chargers
0/4 agents agree
Marvin Harrison Jr. IR decision: Hold, drop for WR FA, or swap for different IR stash (Nabers/Skattebo/Wilson)?
Round 1: Opening Arguments
🔼 CEILING HIGH
DROP: | ADD:
Zero-cost lottery ticket with league-winning upside. All IR alternatives (Wilson, Nabers, Skattebo) are OUT for season. MHJ 26.8% BOOM (12.7-27.7 pts) could be championship-winning if he returns Week 17.
🔽 FLOOR HIGH
DROP: Marvin Harrison Jr. | ADD:
All IR alternatives are OUT for season (Nabers torn ACL, Skattebo ankle surgery). Since IR swap is impossible, drop MHJ for roster flexibility to grab active FA if needed.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
EV analysis: MHJ has ~25% return probability with 12.1 EV = 3.0 expected pts. This beats 0.0 from dropping. IR slot costs nothing. All alternatives unavailable.
🔮 CONTRARIAN HIGH
DROP: | ADD:
Challenged consensus that swapping IR stashes helps. All alternatives (Nabers, Skattebo, Wilson) are EQUALLY or MORE likely to miss rest of season. If dropping MHJ, get ACTIVE FA, not another IR stash.
Fact Check
MULTIPLE: "Malik Nabers: Torn ACL + meniscus Week 4, OUT for " CORRECT
MULTIPLE: "Cam Skattebo: Ankle dislocation + tibia fracture, " CORRECT
MULTIPLE: "Garrett Wilson: On IR since Week 11, effectively O" CORRECT
MULTIPLE: "MHJ: NOT on IR (just inactive), but likely done fo" CORRECT
MULTIPLE: "MHJ MC BOOM: 26.8%, MC EV: 12.1 pts" CORRECT
MULTIPLE: "5 active WRs on roster (JSN, Rice, Williams, McMil" CORRECT
CEILING: "Gannon expects MHJ to return" FALSE (actual: Technically true but experts believe he is done)
Round 2: Rebuttals
🔼 CEILING HIGH
DROP: | ADD:
[Ack] Fact-check confirms all IR alternatives OUT for season - validates HOLD position [Challenge FLOOR] roster flexibility [Concede] FLOOR correctly identified IR swap was impossible - all alternatives season-ending
🔽 FLOOR LOW
DROP: | ADD:
[Ack] Concede IR swap strategy was flawed - all alternatives OUT for season [Challenge CEILING] zero cost [Concede] IR swap idea disproven. No better stash exists.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
[Ack] EV framework validated by fact-check [Challenge FLOOR] flexibility value [Concede] If elite Week 17 streamer appears, revisit decision
🔮 CONTRARIAN MEDIUM
DROP: | ADD:
[Ack] Contrarian angle validated - IR swap was lateral move as predicted [Challenge SYNTHESIS] 25% return prob [Concede] CEILING correct about zero opportunity cost
Consensus: Majority
HOLD Marvin Harrison Jr. on IR
0/4 agents agree
Should I start Jayden Reed (GB, Sat 8:20pm) in FLEX over waiting for Rashee Rice (KC concussion protocol, Sun 1pm)?
Round 1: Opening Arguments
🔼 CEILING HIGH
DROP: | ADD:
Reed offers 27.7 pt BOOM ceiling (9.7% probability) as GB's WR1 with Watson out. Rice faces catastrophic downside: concussion protocol, DNP Wed, backup QB Minshew, eliminated Chiefs. Lock in 100% certainty vs gambling on concussed receiver.
🔽 FLOOR HIGH
DROP: | ADD:
Reed is 100% healthy with WR1 role. Rice faces catastrophic floor risk: DNP Wednesday, concussion protocol, backup QB, eliminated team. With 23-pt lead, protecting against zero from Rice is paramount. Reed's 37.4% bust (6.3 pts) beats Rice's protocol uncertainty.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
Rice has <20% play probability (DNP Wed + protocol + Chiefs eliminated). Reed's guaranteed 11.6 EV beats wait strategy: 0.18×16.3 + 0.82×8.0 = 9.5 EV. With 23-pt cushion, floor stability > boom upside.
🔮 CONTRARIAN MEDIUM
DROP: | ADD:
25-33% of NFL concussions clear in one week. Rice has 4 days to progress through protocol. Chiefs being eliminated INCREASES his motivation - he's proving himself for 2026 contract. Reed has 51.5% XGB bust probability.
Fact Check
MULTIPLE: "Reed MC BOOM 27.7 pts (9.7% prob) - CORRECT" CORRECT
MULTIPLE: "Reed XGB bust 51.5% - CORRECT" CORRECT
MULTIPLE: "Rice MC BOOM 39.1% - CORRECT" CORRECT
MULTIPLE: "Rice DNP Wednesday - CORRECT" CORRECT
MULTIPLE: "Mahomes OUT (ACL/LCL surgery) - CORRECT" CORRECT
MULTIPLE: "Chiefs eliminated 6-8 - CORRECT" CORRECT
MULTIPLE: "Reed NOT on injury report - CORRECT" CORRECT
MULTIPLE: "23-point matchup cushion - CORRECT" CORRECT
MULTIPLE: "Median 9 days to clear protocol - CORRECT" CORRECT
CONTRARIAN: "Reed 9.2 PPG after hot start" FALSE (actual: 2025 data not 2024)
Round 2: Rebuttals
🔼 CEILING HIGH
DROP: | ADD:
[Ack] Weather data verified from weekly_analysis file [Challenge CONTRARIAN] Reed stats from 2024 [Concede] XGB calibration issues may help Reed's case
🔽 FLOOR HIGH
DROP: | ADD:
[Ack] Rice bust floor is 8.2, not 0.0 as stated [Challenge SYNTHESIS] 18% play probability [Concede] DNP Wednesday does justify 15-20% estimate
⚖️ SYNTHESIS HIGH
DROP: | ADD:
[Ack] Zero fact-check penalties - framework validated [Challenge CONTRARIAN] multiple data errors [Concede] 18% may be conservative but DNP Wed justifies it
🔮 CONTRARIAN LOW
DROP: | ADD:
[Ack] Accepts responsibility for data errors on Reed stats [Challenge CEILING] selective XGB use [Concede] Wait strategy EV is lower than initially argued
Consensus: Majority
START JAYDEN REED IN FLEX (Saturday 8:20 PM)
0/4 agents agree
FLEX REASSESSMENT: With McMillan FULL PRACTICE Thu (no longer questionable), should we still lock Reed Saturday or wait for Sunday options?
Round 1: Opening Arguments
🔼 CEILING HIGH
DROP: | ADD:
McMillan's health status (FULL PRACTICE Thu) fundamentally changes the equation. His 14.5% BOOM probability with 27.6 pt ceiling matches Reed's 27.7 pt ceiling while preserving optionality. Wait strategy preserves TWO potential ceiling plays (McMillan 14.5% boom OR Rice 39.1% boom if he clears).
🔽 FLOOR HIGH
DROP: | ADD:
With a 23-point cushion, we need to PROTECT THE LEAD. Reed's 37.4% bust risk (6.3 pts floor) is superior to McMillan's 48.8% bust risk (7.0 pts floor). If we wait for Sunday and Rice is OUT, we're LOCKED into McMillan's near-50% chance of busting.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
Strategy delivers 13.26 EV (+1.66 pts over Reed). Rice's 39% boom provides championship upside if cleared, McMillan (12.5 EV) as safe floor if Rice sits. The 23-point cushion allows us to take the +14% EV gain.
🔮 CONTRARIAN MEDIUM
DROP: | ADD:
McMillan's full Thursday practice doesn't guarantee full effectiveness. The 0.9 EV gap is tiny vs the risk delta. Reed's matchup (CHI 30th vs WR) and volume are elite with zero injury uncertainty.
Round 2: Fact Check And Rebuttals
🔼 CEILING MEDIUM-HIGH
DROP: | ADD:
I concede to SYNTHESIS - the Rice-wait strategy (EV 13.26) captures upside while maintaining McMillan backup optionality.
🔽 FLOOR MEDIUM
DROP: | ADD:
With 23-point cushion, the +1.66 EV gain (13.26 vs 11.6) justifies accepting Rice's equivalent bust risk (37.2%) for dramatically higher ceiling. I switch my vote.
⚖️ SYNTHESIS HIGH
DROP: | ADD:
Fact-check validation confirms our EV math and McMillan's health. This maximizes expected value while maintaining downside protection.
🔮 CONTRARIAN LOW-MEDIUM
DROP: | ADD:
I acknowledge the fact-check penalty. However, McMillan's snap count ramp-up in his second game back remains a legitimate usage risk. Reed offers certainty.
Consensus: Majority
WAIT FOR SUNDAY - START McMILLAN (with Rice backup if cleared)
0/4 agents agree
Should I start Jayden Reed over Tetairoa McMillan at FLEX given Reed's elite matchup vs CHI (rank 30 vs WR) but snow game concerns?
Round 1: Opening Arguments
🔼 CEILING MEDIUM
DROP: | ADD:
While Reed has the elite matchup (CHI rank 30 vs WR), the SNOW conditions plus GB's likely ball-control gameplan significantly caps his ceiling. McMillan plays in a DOME with higher game total (48.5 vs 46.5), has superior boom probability (MC: 14% vs 10%, XGB: 16.9% vs 12.9%), and benefits from MHJ being limited.
🔽 FLOOR HIGH
DROP: | ADD:
McMillan offers significantly safer floor with 21.5% XGB bust rate vs Reed's 51.5%, and even in his bust scenario (3.2-10.7 pts) he's safer than Reed's 1-8.5 pt bust range. DOME eliminates weather risk entirely.
⚖️ SYNTHESIS MEDIUM
DROP: | ADD:
McMillan offers superior expected value. MC EV 12.5 vs Reed 11.7 (+0.8 pts edge), dome environment vs snow, boom ceiling (14% vs 10%), and 30% lower bust probability makes McMillan the optimal EV play.
🔮 CONTRARIAN MEDIUM
DROP: | ADD:
Bears WR decimation means shorter CHI possessions and tired defense = MORE opportunities for Reed. Snow concerns overblown (10mph wind manageable). Reed's 23% MC bust rate is better than McMillan's 49% inconsistency. McMillan nursing ankle injury.
Consensus: Majority
START Tetairoa McMillan
0/4 agents agree

Week 16 Prediction Accuracy (In Progress)

Live data from completed games

9.9
Our Team MAE
17 players
13.8
Opponent MAE
9 players
0.0
Free Agent MAE
6 players
32
Players Tracked
Combined MAE: 9.2
LLM Prediction Scatter ESPN Prediction Scatter

Player Results (Sorted by Error Magnitude)

Category Pos Player ESPN LLM Actual Error
Opponent RB Jahmyr Gibbs 23.8 - 0.0 -23.8
Our Team WR Jameson Williams 15.9 22.0 0.0 -22.0
Our Team QB Jacoby Brissett 18.8 21.0 0.0 -21.0
Opponent TE Trey McBride 16.8 - 0.0 -16.8
Opponent QB Baker Mayfield 16.6 - 0.0 -16.6
Opponent RB Rico Dowdle 15.2 - 0.0 -15.2
Our Team QB Jordan Love 17.4 15.0 0.0 -15.0
Our Team RB Bucky Irving 15.2 14.0 0.0 -14.0
Opponent WR DK Metcalf 13.5 - 0.0 -13.5
Opponent WR Michael Wilson 13.4 - 0.0 -13.4
Our Team WR Tetairoa McMillan 13.1 13.0 0.0 -13.0
Our Team RB Omarion Hampton 13.2 13.0 0.0 -13.0
Our Team WR Jayden Reed 11.2 13.0 0.0 -13.0
Our Team WR Marvin Harrison Jr. 14.2 12.0 0.0 -12.0
Our Team D/ST Chargers D/ST 4.2 12.0 0.0 -12.0
Opponent RB Michael Carter 11.0 - 0.0 -11.0
Our Team RB Tyjae Spears 8.7 10.0 0.0 -10.0
Our Team TE Juwan Johnson 9.1 9.0 0.0 -9.0
Opponent K Harrison Butker 8.0 - 0.0 -8.0
Our Team RB Isiah Pacheco 9.1 6.0 0.0 -6.0
Opponent D/ST Jaguars D/ST 5.6 - 0.0 -5.6
Our Team WR Rashee Rice 17.8 5.0 0.0 -5.0
Our Team RB Devin Singletary 7.5 4.0 0.0 -4.0
Our Team WR Jaxon Smith-Njigba 19.9 23.6 23.6 +0.0
Our Team K Jason Myers 8.1 2.0 2.0 +0.0
Our Team D/ST Rams D/ST 5.7 4.0 4.0 +0.0
Free Agent RB Isiah Pacheco 0.0 - 0.0 +0.0
Free Agent K Ka'imi Fairbairn 0.0 - 0.0 +0.0
Free Agent K Eddy Pineiro 0.0 - 0.0 +0.0
Free Agent D/ST Patriots D/ST 0.0 - 0.0 +0.0
Free Agent D/ST Chargers D/ST 0.0 - 0.0 +0.0
Free Agent D/ST Chiefs D/ST 0.0 - 0.0 +0.0

Week 15 Prediction Accuracy (Final)

Final review from run_014 (2025-12-15)

5.7
Our Team MAE
18 players
8.6
Free Agent MAE
3 players
21
Players Tracked
Combined MAE: 6.2
LLM Prediction Scatter ESPN Prediction Scatter

Player Results (Sorted by Error Magnitude)

Category Pos Player ESPN LLM Actual Error
Our Team K Jason Myers 8.5 10.0 24.0 +14.0
Free Agent TE Harold Fannin Jr. 0.0 - 12.0 +12.0
Our Team WR Jameson Williams 13.9 17.0 26.4 +9.4
Free Agent D/ST Steelers D/ST 0.0 - 9.0 +9.0
Our Team WR Tetairoa McMillan 13.2 13.0 4.5 -8.5
Our Team D/ST Bears D/ST 6.6 10.0 18.0 +8.0
Our Team RB Bucky Irving 15.2 16.0 8.1 -7.9
Our Team RB Devin Singletary 10.8 10.0 2.4 -7.6
Our Team QB Jacoby Brissett 13.9 13.0 20.6 +7.6
Our Team WR Jaxon Smith-Njigba 20.6 25.0 18.3 -6.7
Our Team WR Luther Burden III 8.1 8.0 14.4 +6.4
Our Team QB Marcus Mariota 18.1 21.0 14.7 -6.3
Our Team D/ST Rams D/ST 4.2 5.0 -1.0 -6.0
Free Agent RB Chuba Hubbard 0.0 - 4.8 +4.8
Our Team TE Juwan Johnson 9.7 11.0 7.0 -4.0
Our Team WR Rashee Rice 17.2 16.0 12.1 -3.9
Our Team TE Hunter Henry 10.3 6.0 2.8 -3.2
Our Team RB Omarion Hampton 11.7 10.0 7.5 -2.5
Our Team RB Tyjae Spears 10.1 7.0 5.6 -1.4
Our Team QB Jordan Love 14.8 14.0 13.9 -0.1
Our Team WR Marvin Harrison Jr. 0.0 0.0 0.0 +0.0

ESPN Projection Accuracy

projection_accuracy_overall.png projection_accuracy_by_position.png projection_error_distribution.png projection_accuracy_trend.png league_team_mae_ranking.png league_bias_heatmap.png league_positional_scatter.png

XGBoost Boom/Bust Calibration

xgb_boom_calibration.png xgb_bust_calibration.png xgb_position_calibration.png xgb_weekly_brier_trend.png xgb_feature_importance.png

LLM vs ESPN Comparison

llm_projection_accuracy_overall.png llm_projection_accuracy_by_position.png llm_projection_error_distribution.png llm_projection_accuracy_trend.png

Data Quality & Discrepancies

This tab logs discrepancies detected during the weekly analysis process.

Week 16 Discrepancy Log

No discrepancies detected this week.

Jordan Love (QB)
Jordan Love distribution
LLM 15.0 pts
ESPN 17.4 pts
BUST
26%
MODERATE
53%
BOOM
21%
10th percentile 6.8 pts
Median (50th) 15.8 pts
90th percentile 27.9 pts
MC (Historical)
21% BOOM
XGB (This Week)
27% BOOM
Bucky Irving (RB)
Bucky Irving distribution
LLM 14.0 pts
ESPN 15.2 pts
BUST
24%
MODERATE
59%
BOOM
17%
10th percentile 4.9 pts
Median (50th) 13.2 pts
90th percentile 23.5 pts
MC (Historical)
17% BOOM
XGB (This Week)
13% BOOM
Jaxon Smith-Njigba (WR)
Jaxon Smith-Njigba distribution
LLM 23.6 pts
ESPN 19.9 pts
BUST
29%
MODERATE
44%
BOOM
27%
10th percentile 6.3 pts
Median (50th) 17.8 pts
90th percentile 30.0 pts
MC (Historical)
27% BOOM
XGB (This Week)
11% BOOM
Tetairoa McMillan (WR)
Tetairoa McMillan distribution
LLM 13.0 pts
ESPN 13.1 pts
BUST
49%
MODERATE
37%
BOOM
14%
10th percentile 4.9 pts
Median (50th) 10.0 pts
90th percentile 25.5 pts
MC (Historical)
14% BOOM
XGB (This Week)
17% BOOM
Marvin Harrison Jr. (WR)
Marvin Harrison Jr. distribution
LLM 12.0 pts
ESPN 14.2 pts
BUST
31%
MODERATE
43%
BOOM
27%
10th percentile 3.8 pts
Median (50th) 11.2 pts
90th percentile 21.7 pts
MC (Historical)
27% BOOM
XGB (This Week)
42% BOOM
Rashee Rice (WR)
Rashee Rice distribution
LLM 5.0 pts
ESPN 17.8 pts
BUST
37%
MODERATE
24%
BOOM
39%
10th percentile 6.5 pts
Median (50th) 15.6 pts
90th percentile 27.6 pts
MC (Historical)
39% BOOM
XGB (This Week)
24% BOOM
Tyjae Spears (RB)
Tyjae Spears distribution
LLM 10.0 pts
ESPN 8.7 pts
BUST
25%
MODERATE
61%
BOOM
14%
10th percentile 2.7 pts
Median (50th) 7.6 pts
90th percentile 17.8 pts
MC (Historical)
14% BOOM
XGB (This Week)
16% BOOM
Omarion Hampton (RB)
Omarion Hampton distribution
LLM 13.0 pts
ESPN 13.2 pts
BUST
32%
MODERATE
43%
BOOM
25%
10th percentile 3.6 pts
Median (50th) 11.1 pts
90th percentile 24.0 pts
MC (Historical)
25% BOOM
XGB (This Week)
9% BOOM
Jason Myers (K)
Jason Myers distribution
LLM 2.0 pts
ESPN 8.1 pts
BUST
31%
MODERATE
44%
BOOM
25%
10th percentile 5.3 pts
Median (50th) 11.2 pts
90th percentile 18.9 pts
MC (Historical)
25% BOOM
XGB (This Week)
23% BOOM
Juwan Johnson (TE)
Juwan Johnson distribution
LLM 9.0 pts
ESPN 9.1 pts
BUST
25%
MODERATE
45%
BOOM
30%
10th percentile 2.8 pts
Median (50th) 8.7 pts
90th percentile 16.6 pts
MC (Historical)
30% BOOM
XGB (This Week)
18% BOOM
Jameson Williams (WR)
Jameson Williams distribution
LLM 22.0 pts
ESPN 15.9 pts
BUST
28%
MODERATE
44%
BOOM
29%
10th percentile 4.1 pts
Median (50th) 15.3 pts
90th percentile 26.2 pts
MC (Historical)
29% BOOM
XGB (This Week)
12% BOOM
Rams D/ST (D/ST)
Rams D/ST distribution
LLM 4.0 pts
ESPN 5.7 pts
BUST
40%
MODERATE
38%
BOOM
22%
10th percentile 1.1 pts
Median (50th) 7.7 pts
90th percentile 18.5 pts
MC (Historical)
22% BOOM
XGB (This Week)
11% BOOM
Devin Singletary (RB)
Devin Singletary distribution
LLM 4.0 pts
ESPN 7.5 pts
BUST
61%
MODERATE
21%
BOOM
18%
10th percentile 0.6 pts
Median (50th) 4.4 pts
90th percentile 18.1 pts
MC (Historical)
18% BOOM
XGB (This Week)
10% BOOM
Jacoby Brissett (QB)
Jacoby Brissett distribution
LLM 21.0 pts
ESPN 18.8 pts
BUST
24%
MODERATE
2%
BOOM
74%
10th percentile 4.4 pts
Median (50th) 18.6 pts
90th percentile 28.1 pts
MC (Historical)
74% BOOM
XGB (This Week)
14% BOOM
Chargers D/ST (D/ST)
Chargers D/ST distribution
LLM 12.0 pts
ESPN 4.2 pts
BUST
22%
MODERATE
42%
BOOM
36%
10th percentile 0.9 pts
Median (50th) 8.9 pts
90th percentile 18.0 pts
MC (Historical)
36% BOOM
XGB (This Week)
55% BOOM
Isiah Pacheco (RB)
Isiah Pacheco distribution
LLM 6.0 pts
ESPN 9.1 pts
BUST
70%
MODERATE
27%
BOOM
3%
10th percentile 2.2 pts
Median (50th) 5.6 pts
90th percentile 15.0 pts
MC (Historical)
3% BOOM
XGB (This Week)
12% BOOM
Jayden Reed (WR)
Jayden Reed distribution
LLM 13.0 pts
ESPN 11.2 pts
BUST
23%
MODERATE
66%
BOOM
10%
10th percentile 3.8 pts
Median (50th) 10.4 pts
90th percentile 22.0 pts
MC (Historical)
10% BOOM
XGB (This Week)
13% BOOM
Jahmyr Gibbs (RB)
Jahmyr Gibbs distribution
LLM - pts
ESPN 23.8 pts
BUST
34%
MODERATE
42%
BOOM
24%
10th percentile 7.5 pts
Median (50th) 18.0 pts
90th percentile 39.4 pts
MC (Historical)
24% BOOM
XGB (This Week)
7% BOOM
Trey McBride (TE)
Trey McBride distribution
LLM - pts
ESPN 16.8 pts
BUST
40%
MODERATE
33%
BOOM
26%
10th percentile 8.2 pts
Median (50th) 15.9 pts
90th percentile 29.4 pts
MC (Historical)
26% BOOM
XGB (This Week)
17% BOOM
DK Metcalf (WR)
DK Metcalf distribution
LLM - pts
ESPN 13.5 pts
BUST
39%
MODERATE
40%
BOOM
21%
10th percentile 4.9 pts
Median (50th) 11.4 pts
90th percentile 22.3 pts
MC (Historical)
21% BOOM
XGB (This Week)
30% BOOM
Michael Wilson (WR)
Michael Wilson distribution
LLM - pts
ESPN 13.4 pts
BUST
55%
MODERATE
29%
BOOM
16%
10th percentile 3.3 pts
Median (50th) 8.7 pts
90th percentile 30.4 pts
MC (Historical)
16% BOOM
XGB (This Week)
8% BOOM
Baker Mayfield (QB)
Baker Mayfield distribution
LLM - pts
ESPN 16.6 pts
BUST
34%
MODERATE
52%
BOOM
14%
10th percentile 6.4 pts
Median (50th) 16.9 pts
90th percentile 27.8 pts
MC (Historical)
14% BOOM
XGB (This Week)
18% BOOM
Rico Dowdle (RB)
Rico Dowdle distribution
LLM - pts
ESPN 15.2 pts
BUST
24%
MODERATE
57%
BOOM
19%
10th percentile 3.3 pts
Median (50th) 11.2 pts
90th percentile 27.6 pts
MC (Historical)
19% BOOM
XGB (This Week)
14% BOOM
Michael Carter (RB)
Michael Carter distribution
LLM - pts
ESPN 11.0 pts
BUST
29%
MODERATE
50%
BOOM
22%
10th percentile 1.3 pts
Median (50th) 7.9 pts
90th percentile 17.3 pts
MC (Historical)
22% BOOM
XGB (This Week)
16% BOOM
Jaguars D/ST (D/ST)
Jaguars D/ST distribution
LLM - pts
ESPN 5.6 pts
BUST
24%
MODERATE
34%
BOOM
42%
10th percentile 0.5 pts
Median (50th) 8.7 pts
90th percentile 17.9 pts
MC (Historical)
42% BOOM
XGB (This Week)
48% BOOM
Harrison Butker (K)
Harrison Butker distribution
LLM - pts
ESPN 8.0 pts
BUST
29%
MODERATE
46%
BOOM
25%
10th percentile 2.9 pts
Median (50th) 7.6 pts
90th percentile 14.8 pts
MC (Historical)
25% BOOM
XGB (This Week)
16% BOOM